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AUTHOR = "Zhang, X.X. and Liu, X.Y. and Wang, G. and Song, Y.",
TITLE = "A Novel Approach to GNN Explainability:
Distilling Knowledge with Inter-Layer Alignment",
JOURNAL = PAMI,
VOLUME = "48",
YEAR = "2026",
NUMBER = "4",
MONTH = "April",
PAGES = "4507-4523",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652grann4.html#TT154867"}
@article{bb159001,
AUTHOR = "Liu, Y.K. and Li, S.Z. and Shi, B. and Wu, J.R.",
TITLE = "Uncovering capabilities of hash function in graph classification",
JOURNAL = PR,
VOLUME = "175",
YEAR = "2026",
PAGES = "113034",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652grann4.html#TT154868"}
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AUTHOR = "Yang, J.Y. and Ye, W. and Sun, X. and Fan, R. and Han, J.G.",
TITLE = "Enhancing graph learning interpretability through modulating cluster
information flow",
JOURNAL = PR,
VOLUME = "176",
YEAR = "2026",
PAGES = "113178",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652grann4.html#TT154869"}
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AUTHOR = "Zhao, G.P. and Wang, T. and Jin, Y. and Lang, C.Y. and Li, Y.D. and Ling, H.B.",
TITLE = "GrassNet: State space model meets graph neural network",
JOURNAL = PR,
VOLUME = "176",
YEAR = "2026",
PAGES = "113197",
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AUTHOR = "Gao, Y. and Yan, J.L. and Feng, Y.F. and Han, X.M. and Ying, S.H. and Wu, Z.Z. and Hu, H.",
TITLE = "HGNNv2: Stable Hypergraph Neural Networks",
JOURNAL = PAMI,
VOLUME = "48",
YEAR = "2026",
NUMBER = "5",
MONTH = "May",
PAGES = "5311-5327",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652grann4.html#TT154871"}
@article{bb159005,
AUTHOR = "Zhao, F.Y. and Zhang, Z.C. and He, Y.F.",
TITLE = "Spectral-Mamba: Efficient Graph Signal Recovery via
Spectral-Serialized State Space Models",
JOURNAL = SPLetters,
VOLUME = "33",
YEAR = "2026",
PAGES = "1531-1535",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652grann4.html#TT154872"}
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AUTHOR = "Li, C.S. and Li, T.Z. and Hu, X.B. and Luo, D.H. and Jin, T.S.",
TITLE = "DVHGNN: Multi-Scale Dilated Vision HGNN for Efficient Vision
Recognition",
BOOKTITLE = CVPR25,
YEAR = "2025",
PAGES = "20158-20168",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652grann4.html#TT154873"}
@inproceedings{bb159007,
AUTHOR = "Li, J. and Pang, M. and Dong, Y. and Wang, B.H.",
TITLE = "Deterministic Certification of Graph Neural Networks against Graph
Poisoning Attacks with Arbitrary Perturbations",
BOOKTITLE = CVPR25,
YEAR = "2025",
PAGES = "5020-5029",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652grann4.html#TT154874"}
@inproceedings{bb159008,
AUTHOR = "Schwingshackl, M. and Oberweger, F.F. and Murschitz, M.",
TITLE = "Few-shot Structure-Informed Machinery Part Segmentation with
Foundation Models and Graph Neural Networks",
BOOKTITLE = WACV25,
YEAR = "2025",
PAGES = "1989-1998",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652grann4.html#TT154875"}
@inproceedings{bb159009,
AUTHOR = "Spadaro, G. and Grangetto, M. and Fiandrotti, A. and Tartaglione, E. and Giraldo, J.H.",
TITLE = "WiGNet: Windowed Vision Graph Neural Network",
BOOKTITLE = WACV25,
YEAR = "2025",
PAGES = "859-868",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652grann4.html#TT154876"}
@inproceedings{bb159010,
AUTHOR = "Evani, R. and Rajan, D. and Mao, S.",
TITLE = "Multiscale Graph Texture Network",
BOOKTITLE = ECCV24,
YEAR = "2024",
PAGES = "XXXII: 218-235",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652grann4.html#TT154877"}
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AUTHOR = "Zhang, Q. and An, D.S. and Xiao, T.J. and He, T. and Tang, Q.M. and Wu, Y.N. and Tighe, J. and Xing, Y.F.",
TITLE = "Learning for Transductive Threshold Calibration in Open-World
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BOOKTITLE = CVPR24,
YEAR = "2024",
PAGES = "17097-17106",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652grann4.html#TT154878"}
@inproceedings{bb159012,
AUTHOR = "Dupty, M.H. and Dong, Y.F. and Leng, S. and Fu, G.J. and Goh, Y.L. and Lu, W. and Lee, W.S.",
TITLE = "Constrained Layout Generation with Factor Graphs",
BOOKTITLE = CVPR24,
YEAR = "2024",
PAGES = "12851-12860",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652grann4.html#TT154879"}
@inproceedings{bb159013,
AUTHOR = "Wu, Z.J. and Lu, J. and Han, J. and Bai, L. and Zhang, Y. and Zhao, Z. and Song, S.Y.",
TITLE = "Domain Separation Graph Neural Networks for Saliency Object Ranking",
BOOKTITLE = CVPR24,
YEAR = "2024",
PAGES = "3964-3974",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652grann4.html#TT154880"}
@inproceedings{bb159014,
AUTHOR = "Kim, C. and Fuxin, L.",
TITLE = "Object Dynamics Modeling with Hierarchical Point Cloud-Based
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BOOKTITLE = CVPR24,
YEAR = "2024",
PAGES = "20977-20986",
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@inproceedings{bb159015,
AUTHOR = "Saha, A. and Mendez, O. and Russell, C. and Bowden, R.",
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BOOKTITLE = ICCV23,
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PAGES = "22484-22493",
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@inproceedings{bb159016,
AUTHOR = "Aflalo, A. and Bagon, S. and Kashti, T. and Eldar, Y.",
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BOOKTITLE = SG2RL23,
YEAR = "2023",
PAGES = "32-41",
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AUTHOR = "Leventhal, S. and Gyulassy, A. and Pascucci, V. and Heimann, M.",
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Graph Neural Networks",
BOOKTITLE = ICIP23,
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PAGES = "2995-2999",
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AUTHOR = "Jing, Y.C. and Yuan, C.B. and Ju, L. and Yang, Y.D. and Wang, X.C. and Tao, D.C.",
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AUTHOR = "Fent, F. and Bauerschmidt, P. and Lienkamp, M.",
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AUTHOR = "Bicciato, A. and Cosmo, L. and Minello, G. and Rossi, L. and Torsello, A.",
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AUTHOR = "Wu, J.X. and Zhong, S.H. and Liu, Y.",
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YEAR = "2020",
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AUTHOR = "Jiang, B. and Sun, P.F. and Luo, B.",
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AUTHOR = "Mesgaran, M. and Hamza, A.B.",
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JOURNAL = MultMed,
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AUTHOR = "Bai, L. and Cui, L.X. and Jiao, Y.H. and Rossi, L. and Hancock, E.R.",
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AUTHOR = "Kim, Y. and Hong, S.",
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JOURNAL = CirSysVideo,
VOLUME = "32",
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AUTHOR = "Jing, H.Y. and Wang, Y.Y. and Du, Z.H. and Zhang, F.",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652gracn3.html#TT154962"}
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AUTHOR = "Liu, X. and Sun, D. and Wei, W.",
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AUTHOR = "Priebe, C.E. and Shen, C. and Huang, N. and Chen, T.Y.",
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JOURNAL = PAMI,
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AUTHOR = "Zhang, R. and Zhang, W. and Li, P. and Li, X.L.",
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JOURNAL = IP,
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